Pandas Profiling Report

Dataset info

Number of variables	51
Number of observations	307
Missing cells	0 (0.0%)
Duplicate rows	0 (0.0%)
Total size in memory	116.1 KiB
Average record size in memory	387.4 B

Variables types

Numeric	24
Categorical	7
Boolean	6
Date	0
URL	0
Text (Unique)	0
Rejected	13
Unsupported	0

Warnings

`bloc_count` has 33 (10.7%) zeros	Zeros
`cdat_count` has 279 (90.9%) zeros	Zeros
`cdct_count` has 244 (79.5%) zeros	Zeros
`cddt_count` has 278 (90.6%) zeros	Zeros
`cdgt_count` has constant value "0"	Rejected
`cdnt_count` has 139 (45.3%) zeros	Zeros
`cdrt_count` is highly correlated with `cdct_count` (ρ = 0.924397093)	Rejected
`cloc_count` has 187 (60.9%) zeros	Zeros
`nc_count` has 274 (89.3%) zeros	Zeros
`nc_max` has 274 (89.3%) zeros	Zeros
`nc_mean` is highly correlated with `nc_max` (ρ = 0.9003434416)	Rejected
`nc_median` is highly correlated with `nc_mean` (ρ = 0.9640511455)	Rejected
`nco_count` has 238 (77.5%) zeros	Zeros
`ngc_count` has 184 (59.9%) zeros	Zeros
`ngp_count` has 139 (45.3%) zeros	Zeros
`ngro_count` has 301 (98.0%) zeros	Zeros
`ni_count` has 123 (40.1%) zeros	Zeros
`nif_count` has 285 (92.8%) zeros	Zeros
`ninp_count` has 265 (86.3%) zeros	Zeros
`ninpc_count` has 301 (98.0%) zeros	Zeros
`nkeys_count` is highly correlated with `loc_count` (ρ = 0.9935569704)	Rejected
`nn_count` has 196 (63.8%) zeros	Zeros
`nnt_count` has 196 (63.8%) zeros	Zeros
`np_count` has constant value "0"	Rejected
`np_max` has constant value "0"	Rejected
`np_mean` has constant value "0"	Rejected
`np_median` has constant value "0.0"	Rejected
`np_min` has constant value "0"	Rejected
`nr_count` has constant value "0"	Rejected
`nrq_count` has 208 (67.8%) zeros	Zeros
`nrt_count` has constant value "0"	Rejected
`nsh_count` has 273 (88.9%) zeros	Zeros
`ntkn_count` is highly correlated with `nkeys_count` (ρ = 0.9491002468)	Rejected
`nw_count` has 291 (94.8%) zeros	Zeros

bloc_count
Numeric

Distinct count	30
Unique (%)	9.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	7.511400651
Minimum	0
Maximum	95
Zeros (%)	10.7%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
Median	5
Q3	8
95-th percentile	20.7
Maximum	95
Range	95
Interquartile range	5

Descriptive statistics

Standard deviation	11.8026681
Coef of variation	1.571300566
Kurtosis	34.00507667
Mean	7.511400651
MAD	5.713927999
Skewness	5.311187604
Sum	2306
Variance	139.3029742
Memory size	2.5 KiB

Histogram with fixed size bins (bins=30)

Histogram with variable size bins (bins=[ 0. 0.5 3.5 5.5 10.5 19.5 40.5 94.5 95. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
4	59	19.2%
5	37	12.1%
0	33	10.7%
2	23	7.5%
6	22	7.2%
7	22	7.2%
3	22	7.2%
8	17	5.5%
10	11	3.6%
1	9	2.9%
Other values (20)	52	16.9%

Minimum 5 values

Value	Count	Frequency (%)
0	33	10.7%
1	9	2.9%
2	23	7.5%
3	22	7.2%
4	59	19.2%

Maximum 5 values

Value	Count	Frequency (%)
95	2	0.7%
94	1	0.3%
85	1	0.3%
43	1	0.3%
38	2	0.7%

cdat_count
Numeric

Distinct count	5
Unique (%)	1.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1824104235
Minimum	0
Maximum	4
Zeros (%)	90.9%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	1
Maximum	4
Range	4
Interquartile range	0

Descriptive statistics

Standard deviation	0.69023302
Coef of variation	3.78395602
Kurtosis	20.63056867
Mean	0.1824104235
MAD	0.3315472843
Skewness	4.484927028
Sum	56
Variance	0.4764216219
Memory size	2.5 KiB

Histogram with fixed size bins (bins=5)

Histogram with variable size bins (bins=[0. 0.5 1.5 3.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	279	90.9%
1	15	4.9%
4	7	2.3%
2	5	1.6%
3	1	0.3%

Minimum 5 values

Value	Count	Frequency (%)
0	279	90.9%
1	15	4.9%
2	5	1.6%
3	1	0.3%
4	7	2.3%

Maximum 5 values

Value	Count	Frequency (%)
4	7	2.3%
3	1	0.3%
2	5	1.6%
1	15	4.9%
0	279	90.9%

cdct_count
Numeric

Distinct count	6
Unique (%)	2.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.5667752443
Minimum	0
Maximum	7
Zeros (%)	79.5%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	5
Maximum	7
Range	7
Interquartile range	0

Descriptive statistics

Standard deviation	1.440974964
Coef of variation	2.542409851
Kurtosis	6.711211394
Mean	0.5667752443
MAD	0.9009326359
Skewness	2.800945657
Sum	174
Variance	2.076408848
Memory size	2.5 KiB

Histogram with fixed size bins (bins=6)

Histogram with variable size bins (bins=[0. 0.5 1.5 7. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	244	79.5%
1	30	9.8%
5	19	6.2%
2	9	2.9%
6	4	1.3%
7	1	0.3%

Minimum 5 values

Value	Count	Frequency (%)
0	244	79.5%
1	30	9.8%
2	9	2.9%
5	19	6.2%
6	4	1.3%

Maximum 5 values

Value	Count	Frequency (%)
7	1	0.3%
6	4	1.3%
5	19	6.2%
2	9	2.9%
1	30	9.8%

cddt_count
Numeric

Distinct count	5
Unique (%)	1.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.2280130293
Minimum	0
Maximum	4
Zeros (%)	90.6%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	2.7
Maximum	4
Range	4
Interquartile range	0

Descriptive statistics

Standard deviation	0.7839048561
Coef of variation	3.437982726
Kurtosis	12.01803298
Mean	0.2280130293
MAD	0.4129486785
Skewness	3.589993152
Sum	70
Variance	0.6145068234
Memory size	2.5 KiB

Histogram with fixed size bins (bins=5)

Histogram with variable size bins (bins=[0. 0.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	278	90.6%
3	11	3.6%
1	9	2.9%
4	5	1.6%
2	4	1.3%

Minimum 5 values

Value	Count	Frequency (%)
0	278	90.6%
1	9	2.9%
2	4	1.3%
3	11	3.6%
4	5	1.6%

Maximum 5 values

Value	Count	Frequency (%)
4	5	1.6%
3	11	3.6%
2	4	1.3%
1	9	2.9%
0	278	90.6%

cdgt_count
Constant

This variable is constant and should be ignored for analysis

Constant value	0

cdit_count
Boolean

Distinct count	2
Unique (%)	0.7%
Missing (%)	0.0%
Missing (n)	0

0	305
1	2

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Value	Count	Frequency (%)
0	305	99.3%
1	2	0.7%

cdnt_count
Numeric

Distinct count	10
Unique (%)	3.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.35504886
Minimum	0
Maximum	16
Zeros (%)	45.3%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	1
Q3	2
95-th percentile	5
Maximum	16
Range	16
Interquartile range	2

Descriptive statistics

Standard deviation	2.660716201
Coef of variation	1.963557388
Kurtosis	17.76883728
Mean	1.35504886
MAD	1.423654362
Skewness	4.030106012
Sum	416
Variance	7.0794107
Memory size	2.5 KiB

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 2.5 5.5 16. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	139	45.3%
1	85	27.7%
2	54	17.6%
3	7	2.3%
15	6	2.0%
5	5	1.6%
4	4	1.3%
9	3	1.0%
16	2	0.7%
6	2	0.7%

Minimum 5 values

Value	Count	Frequency (%)
0	139	45.3%
1	85	27.7%
2	54	17.6%
3	7	2.3%
4	4	1.3%

Maximum 5 values

Value	Count	Frequency (%)
16	2	0.7%
15	6	2.0%
9	3	1.0%
6	2	0.7%
5	5	1.6%

cdpt_count
Categorical

Distinct count	4
Unique (%)	1.3%
Missing (%)	0.0%
Missing (n)	0

0	304
3	1
2	1

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Common values
Composition

Value	Count	Frequency (%)
0	304	99.0%
3	1	0.3%
2	1	0.3%
1	1	0.3%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

cdrt_count
Highly correlated

This variable is highly correlated with cdct_count and should be ignored for analysis

Correlation	0.924397093

cloc_count
Numeric

Distinct count	26
Unique (%)	8.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.876221498
Minimum	0
Maximum	64
Zeros (%)	60.9%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1.5
95-th percentile	12.7
Maximum	64
Range	64
Interquartile range	1.5

Descriptive statistics

Standard deviation	8.038163957
Coef of variation	2.794695736
Kurtosis	26.19334485
Mean	2.876221498
MAD	4.080892105
Skewness	4.799153707
Sum	883
Variance	64.61207979
Memory size	2.5 KiB

Histogram with fixed size bins (bins=26)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 4.5 8.5 10.5 20. 64. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	187	60.9%
1	43	14.0%
3	13	4.2%
4	13	4.2%
2	9	2.9%
10	9	2.9%
9	6	2.0%
7	3	1.0%
18	3	1.0%
11	2	0.7%
Other values (16)	19	6.2%

Minimum 5 values

Value	Count	Frequency (%)
0	187	60.9%
1	43	14.0%
2	9	2.9%
3	13	4.2%
4	13	4.2%

Maximum 5 values

Value	Count	Frequency (%)
64	1	0.3%
52	1	0.3%
50	1	0.3%
47	1	0.3%
46	1	0.3%

cluster_prediction
Categorical

Distinct count	3
Unique (%)	1.0%
Missing (%)	0.0%
Missing (n)	0

0	166
1	129
2	12

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Common values
Composition

Value	Count	Frequency (%)
0	166	54.1%
1	129	42.0%
2	12	3.9%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

df_index
Path

Distinct count	307
Unique (%)	100.0%
Missing (%)	0.0%
Missing (n)	0
Common prefix	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\1. Total Examples\

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Value	Count	Frequency (%)
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\snapshot.yaml	1	0.3%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\dependency-transitive.yml	1	0.3%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\test-recovery-capa-requirement-deleted-types (2).yml	1	0.3%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\node-type.yml	1	0.3%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\tosca-data-types-error4.yml	1	0.3%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\mock-resources-matching-config.yml	1	0.3%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\descriptions.yaml	1	0.3%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\blueprint (2).yaml	1	0.3%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\ubuntu-types.yml	1	0.3%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\tosca-topology-template-customtypes.yml	1	0.3%
Other values (297)	297	96.7%

Value	Count	Frequency (%)
test-recovery-capa-requirement-deleted-types	2	0.7%
test-recovery-reltype-deleted-types	2	0.7%
types	2	0.7%
test-recovery-bound-reached-types	2	0.7%
service-template	2	0.7%
test-topo-recovery-types	2	0.7%
test-recovery-nodetype-deleted-types	2	0.7%
sample-application	2	0.7%
types (2)	2	0.7%
input_artifact	2	0.7%
Other values (287)	287	93.5%

Value	Count	Frequency (%)
constraint-sample.yml	1	0.3%
inputs_mapping_with_variables.yml	1	0.3%
apache-type (6).yml	1	0.3%
java-types (9).yaml	1	0.3%
03-simple2nodesLinked.yml	1	0.3%
apache-type (3).yml	1	0.3%
substitution_mapping_service_relationship.yml	1	0.3%
tosca-topology-template-workflow-relationship-operation.yml	1	0.3%
nginx.yaml	1	0.3%
input.yaml	1	0.3%
Other values (297)	297	96.7%

Value	Count	Frequency (%)
.yml	185	60.3%
.yaml	122	39.7%

Value	Count	Frequency (%)
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\1. Total Examples	307	100.0%

dpt_count
Numeric

Distinct count	11
Unique (%)	3.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.57980456
Minimum	1
Maximum	11
Zeros (%)	0.0%

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Quantile statistics

Minimum	1
5-th percentile	1
Q1	5
Median	6
Q3	7
95-th percentile	9
Maximum	11
Range	10
Interquartile range	2

Descriptive statistics

Standard deviation	2.020155618
Coef of variation	0.3620477377
Kurtosis	0.1216324334
Mean	5.57980456
MAD	1.573894683
Skewness	-0.4221358516
Sum	1713
Variance	4.08102872
Memory size	2.5 KiB

Histogram with fixed size bins (bins=11)

Histogram with variable size bins (bins=[ 1. 4.5 7.5 8.5 11. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5	70	22.8%
6	65	21.2%
7	58	18.9%
8	28	9.1%
4	25	8.1%
1	17	5.5%
2	14	4.6%
3	13	4.2%
9	12	3.9%
10	4	1.3%

Minimum 5 values

Value	Count	Frequency (%)
1	17	5.5%
2	14	4.6%
3	13	4.2%
4	25	8.1%
5	70	22.8%

Maximum 5 values

Value	Count	Frequency (%)
11	1	0.3%
10	4	1.3%
9	12	3.9%
8	28	9.1%
7	58	18.9%

etp_count
Numeric

Distinct count	170
Unique (%)	55.4%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.172312704
Minimum	1
Maximum	7.63
Zeros (%)	0.0%

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Quantile statistics

Minimum	1
5-th percentile	3.32
Q1	4.665
Median	5.24
Q3	5.9
95-th percentile	6.972
Maximum	7.63
Range	6.63
Interquartile range	1.235

Descriptive statistics

Standard deviation	1.204008634
Coef of variation	0.232779552
Kurtosis	2.659743633
Mean	5.172312704
MAD	0.8414277075
Skewness	-1.016263739
Sum	1587.9
Variance	1.449636791
Memory size	2.5 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[1. 3.95 5.035 5.515 6.81 7.605 7.63 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5.23	8	2.6%
1	8	2.6%
4.18	7	2.3%
5.07	7	2.3%
5.47	6	2.0%
5.27	5	1.6%
5.62	5	1.6%
4.09	5	1.6%
5.51	5	1.6%
4.32	5	1.6%
Other values (160)	246	80.1%

Minimum 5 values

Value	Count	Frequency (%)
1	8	2.6%
1.84	1	0.3%
2	1	0.3%
2.12	1	0.3%
2.32	1	0.3%

Maximum 5 values

Value	Count	Frequency (%)
7.63	1	0.3%
7.62	1	0.3%
7.61	3	1.0%
7.6	1	0.3%
7.54	1	0.3%

loc_count
Numeric

Distinct count	117
Unique (%)	38.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	63.26058632
Minimum	1
Maximum	443
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	5
Q1	17
Median	33
Q3	74
95-th percentile	263.9
Maximum	443
Range	442
Interquartile range	57

Descriptive statistics

Standard deviation	79.15796966
Coef of variation	1.251299968
Kurtosis	6.838041459
Mean	63.26058632
MAD	52.57034027
Skewness	2.532024247
Sum	19421
Variance	6265.98416
Memory size	2.5 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 1. 1.5 13.5 28.5 81. 141. 443. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
14	13	4.2%
15	11	3.6%
18	10	3.3%
26	10	3.3%
17	9	2.9%
1	8	2.6%
22	7	2.3%
19	7	2.3%
46	7	2.3%
28	7	2.3%
Other values (107)	218	71.0%

Minimum 5 values

Value	Count	Frequency (%)
1	8	2.6%
2	2	0.7%
3	3	1.0%
4	2	0.7%
5	2	0.7%

Maximum 5 values

Value	Count	Frequency (%)
443	1	0.3%
433	1	0.3%
424	1	0.3%
383	1	0.3%
342	1	0.3%

na_count
Categorical

Distinct count	4
Unique (%)	1.3%
Missing (%)	0.0%
Missing (n)	0

0	283
1	18
2	4

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Common values
Composition

Value	Count	Frequency (%)
0	283	92.2%
1	18	5.9%
2	4	1.3%
6	2	0.7%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

nc_count
Numeric

Distinct count	9
Unique (%)	2.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.348534202
Minimum	0
Maximum	12
Zeros (%)	89.3%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	2
Maximum	12
Range	12
Interquartile range	0

Descriptive statistics

Standard deviation	1.383500864
Coef of variation	3.969483789
Kurtosis	37.71680225
Mean	0.348534202
MAD	0.6221392269
Skewness	5.668719829
Sum	107
Variance	1.914074642
Memory size	2.5 KiB

Histogram with fixed size bins (bins=9)

Histogram with variable size bins (bins=[ 0. 0.5 3.5 12. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	274	89.3%
1	11	3.6%
2	8	2.6%
3	5	1.6%
6	3	1.0%
12	2	0.7%
7	2	0.7%
4	1	0.3%
5	1	0.3%

Minimum 5 values

Value	Count	Frequency (%)
0	274	89.3%
1	11	3.6%
2	8	2.6%
3	5	1.6%
4	1	0.3%

Maximum 5 values

Value	Count	Frequency (%)
12	2	0.7%
7	2	0.7%
6	3	1.0%
5	1	0.3%
4	1	0.3%

nc_max
Numeric

Distinct count	5
Unique (%)	1.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1921824104
Minimum	0
Maximum	4
Zeros (%)	89.3%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	2
Maximum	4
Range	4
Interquartile range	0

Descriptive statistics

Standard deviation	0.609460379
Coef of variation	3.171259938
Kurtosis	12.06697826
Mean	0.1921824104
MAD	0.3430487326
Skewness	3.447940634
Sum	59
Variance	0.3714419535
Memory size	2.5 KiB

Histogram with fixed size bins (bins=5)

Histogram with variable size bins (bins=[0. 0.5 2.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	274	89.3%
2	15	4.9%
1	13	4.2%
3	4	1.3%
4	1	0.3%

Minimum 5 values

Value	Count	Frequency (%)
0	274	89.3%
1	13	4.2%
2	15	4.9%
3	4	1.3%
4	1	0.3%

Maximum 5 values

Value	Count	Frequency (%)
4	1	0.3%
3	4	1.3%
2	15	4.9%
1	13	4.2%
0	274	89.3%

nc_mean
Highly correlated

This variable is highly correlated with nc_max and should be ignored for analysis

Correlation	0.9003434416

nc_median
Highly correlated

This variable is highly correlated with nc_mean and should be ignored for analysis

Correlation	0.9640511455

nc_min
Categorical

Distinct count	4
Unique (%)	1.3%
Missing (%)	0.0%
Missing (n)	0

0	291
1	13
3	2

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	291	94.8%
1	13	4.2%
3	2	0.7%
2	1	0.3%

Max length	3
Mean length	3
Min length	3
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	True

nco_count
Numeric

Distinct count	8
Unique (%)	2.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.8208469055
Minimum	0
Maximum	16
Zeros (%)	77.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	6
Maximum	16
Range	16
Interquartile range	0

Descriptive statistics

Standard deviation	2.278878996
Coef of variation	2.77625338
Kurtosis	20.00653534
Mean	0.8208469055
MAD	1.272713769
Skewness	4.079865483
Sum	252
Variance	5.193289476
Memory size	2.5 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[ 0. 0.5 2.5 7. 16. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	238	77.5%
1	27	8.8%
2	12	3.9%
6	11	3.6%
8	7	2.3%
3	5	1.6%
4	4	1.3%
16	3	1.0%

Minimum 5 values

Value	Count	Frequency (%)
0	238	77.5%
1	27	8.8%
2	12	3.9%
3	5	1.6%
4	4	1.3%

Maximum 5 values

Value	Count	Frequency (%)
16	3	1.0%
8	7	2.3%
6	11	3.6%
4	4	1.3%
3	5	1.6%

ncys_count
Categorical

Distinct count	3
Unique (%)	1.0%
Missing (%)	0.0%
Missing (n)	0

0	305
15	1
1	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	305	99.3%
15	1	0.3%
1	1	0.3%

Max length	2
Mean length	1.003257329
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

nf_count
Boolean

Distinct count	2
Unique (%)	0.7%
Missing (%)	0.0%
Missing (n)	0

0	303
1	4

Toggle details

Value	Count	Frequency (%)
0	303	98.7%
1	4	1.3%

ngc_count
Numeric

Distinct count	16
Unique (%)	5.2%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.566775244
Minimum	0
Maximum	27
Zeros (%)	59.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1
95-th percentile	10
Maximum	27
Range	27
Interquartile range	1

Descriptive statistics

Standard deviation	3.35258222
Coef of variation	2.139797799
Kurtosis	14.93530272
Mean	1.566775244
MAD	2.051629195
Skewness	3.405996632
Sum	481
Variance	11.23980754
Memory size	2.5 KiB

Histogram with fixed size bins (bins=16)

Histogram with variable size bins (bins=[ 0. 0.5 2.5 12.5 27. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	184	59.9%
1	47	15.3%
2	29	9.4%
5	10	3.3%
10	7	2.3%
3	7	2.3%
12	4	1.3%
11	4	1.3%
4	4	1.3%
9	3	1.0%
Other values (6)	8	2.6%

Minimum 5 values

Value	Count	Frequency (%)
0	184	59.9%
1	47	15.3%
2	29	9.4%
3	7	2.3%
4	4	1.3%

Maximum 5 values

Value	Count	Frequency (%)
27	1	0.3%
18	1	0.3%
16	1	0.3%
13	1	0.3%
12	4	1.3%

ngp_count
Numeric

Distinct count	29
Unique (%)	9.4%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.374592834
Minimum	0
Maximum	87
Zeros (%)	45.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	1
Q3	7
95-th percentile	27.1
Maximum	87
Range	87
Interquartile range	7

Descriptive statistics

Standard deviation	10.32699392
Coef of variation	1.921446747
Kurtosis	17.56120264
Mean	5.374592834
MAD	6.538509692
Skewness	3.564685745
Sum	1650
Variance	106.6468033
Memory size	2.5 KiB

Histogram with fixed size bins (bins=29)

Histogram with variable size bins (bins=[ 0. 0.5 3.5 10.5 31.5 87. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	139	45.3%
1	33	10.7%
3	18	5.9%
2	17	5.5%
10	14	4.6%
8	11	3.6%
6	10	3.3%
4	8	2.6%
9	8	2.6%
17	6	2.0%
Other values (19)	43	14.0%

Minimum 5 values

Value	Count	Frequency (%)
0	139	45.3%
1	33	10.7%
2	17	5.5%
3	18	5.9%
4	8	2.6%

Maximum 5 values

Value	Count	Frequency (%)
87	1	0.3%
56	2	0.7%
46	2	0.7%
41	1	0.3%
38	1	0.3%

ngro_count
Numeric

Distinct count	5
Unique (%)	1.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.05537459283
Minimum	0
Maximum	7
Zeros (%)	98.0%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	7
Range	7
Interquartile range	0

Descriptive statistics

Standard deviation	0.5114973275
Coef of variation	9.237039974
Kurtosis	140.1313868
Mean	0.05537459283
MAD	0.1085847065
Skewness	11.44576853
Sum	17
Variance	0.2616295161
Memory size	2.5 KiB

Histogram with fixed size bins (bins=5)

Histogram with variable size bins (bins=[0. 0.5 7. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	301	98.0%
1	3	1.0%
7	1	0.3%
5	1	0.3%
2	1	0.3%

Minimum 5 values

Value	Count	Frequency (%)
0	301	98.0%
1	3	1.0%
2	1	0.3%
5	1	0.3%
7	1	0.3%

Maximum 5 values

Value	Count	Frequency (%)
7	1	0.3%
5	1	0.3%
2	1	0.3%
1	3	1.0%
0	301	98.0%

ni_count
Numeric

Distinct count	9
Unique (%)	2.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.019543974
Minimum	0
Maximum	14
Zeros (%)	40.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	1
Q3	1
95-th percentile	4
Maximum	14
Range	14
Interquartile range	1

Descriptive statistics

Standard deviation	1.552862354
Coef of variation	1.523095025
Kurtosis	29.82695363
Mean	1.019543974
MAD	0.8336427973
Skewness	4.463183086
Sum	313
Variance	2.411381491
Memory size	2.5 KiB

Histogram with fixed size bins (bins=9)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 4.5 14. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1	131	42.7%
0	123	40.1%
2	21	6.8%
3	15	4.9%
4	12	3.9%
5	2	0.7%
10	1	0.3%
14	1	0.3%
13	1	0.3%

Minimum 5 values

Value	Count	Frequency (%)
0	123	40.1%
1	131	42.7%
2	21	6.8%
3	15	4.9%
4	12	3.9%

Maximum 5 values

Value	Count	Frequency (%)
14	1	0.3%
13	1	0.3%
10	1	0.3%
5	2	0.7%
4	12	3.9%

nif_count
Numeric

Distinct count	7
Unique (%)	2.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1824104235
Minimum	0
Maximum	7
Zeros (%)	92.8%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	1
Maximum	7
Range	7
Interquartile range	0

Descriptive statistics

Standard deviation	0.783375085
Coef of variation	4.294574127
Kurtosis	33.84372171
Mean	0.1824104235
MAD	0.3386773334
Skewness	5.414895602
Sum	56
Variance	0.6136765238
Memory size	2.5 KiB

Histogram with fixed size bins (bins=7)

Histogram with variable size bins (bins=[0. 0.5 3.5 7. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	285	92.8%
1	7	2.3%
3	6	2.0%
2	5	1.6%
4	2	0.7%
7	1	0.3%
6	1	0.3%

Minimum 5 values

Value	Count	Frequency (%)
0	285	92.8%
1	7	2.3%
2	5	1.6%
3	6	2.0%
4	2	0.7%

Maximum 5 values

Value	Count	Frequency (%)
7	1	0.3%
6	1	0.3%
4	2	0.7%
3	6	2.0%
2	5	1.6%

ninp_count
Numeric

Distinct count	18
Unique (%)	5.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.651465798
Minimum	0
Maximum	53
Zeros (%)	86.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	6.7
Maximum	53
Range	53
Interquartile range	0

Descriptive statistics

Standard deviation	6.589679701
Coef of variation	3.990200529
Kurtosis	28.45299253
Mean	1.651465798
MAD	2.876529194
Skewness	5.079331755
Sum	507
Variance	43.42387856
Memory size	2.5 KiB

Histogram with fixed size bins (bins=18)

Histogram with variable size bins (bins=[ 0. 0.5 5. 53. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	265	86.3%
3	7	2.3%
1	6	2.0%
2	6	2.0%
4	5	1.6%
23	3	1.0%
33	2	0.7%
22	2	0.7%
6	2	0.7%
7	1	0.3%
Other values (8)	8	2.6%

Minimum 5 values

Value	Count	Frequency (%)
0	265	86.3%
1	6	2.0%
2	6	2.0%
3	7	2.3%
4	5	1.6%

Maximum 5 values

Value	Count	Frequency (%)
53	1	0.3%
51	1	0.3%
33	2	0.7%
31	1	0.3%
30	1	0.3%

ninpc_count
Numeric

Distinct count	5
Unique (%)	1.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.01682953312
Minimum	0
Maximum	2
Zeros (%)	98.0%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range	0

Descriptive statistics

Standard deviation	0.1412767628
Coef of variation	8.394574101
Kurtosis	137.0521502
Mean	0.01682953312
MAD	0.03300123432
Skewness	10.92066663
Sum	5.166666667
Variance	0.01995912371
Memory size	2.5 KiB

Histogram with fixed size bins (bins=5)

Histogram with variable size bins (bins=[0. 0.25 2. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	301	98.0%
0.5	3	1.0%
0.6666666667	1	0.3%
1	1	0.3%
2	1	0.3%

Minimum 5 values

Value	Count	Frequency (%)
0	301	98.0%
0.5	3	1.0%
0.6666666667	1	0.3%
1	1	0.3%
2	1	0.3%

Maximum 5 values

Value	Count	Frequency (%)
2	1	0.3%
1	1	0.3%
0.6666666667	1	0.3%
0.5	3	1.0%
0	301	98.0%

nkeys_count
Highly correlated

This variable is highly correlated with loc_count and should be ignored for analysis

Correlation	0.9935569704

nn_count
Numeric

Distinct count	11
Unique (%)	3.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.8631921824
Minimum	0
Maximum	30
Zeros (%)	63.8%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1
95-th percentile	3
Maximum	30
Range	30
Interquartile range	1

Descriptive statistics

Standard deviation	2.226000599
Coef of variation	2.578800694
Kurtosis	97.87378576
Mean	0.8631921824
MAD	1.102186761
Skewness	8.259316265
Sum	265
Variance	4.955078666
Memory size	2.5 KiB

Histogram with fixed size bins (bins=11)

Histogram with variable size bins (bins=[ 0. 0.5 2.5 3.5 8. 30. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	196	63.8%
1	50	16.3%
2	37	12.1%
3	11	3.6%
7	3	1.0%
6	3	1.0%
5	3	1.0%
30	1	0.3%
11	1	0.3%
9	1	0.3%

Minimum 5 values

Value	Count	Frequency (%)
0	196	63.8%
1	50	16.3%
2	37	12.1%
3	11	3.6%
4	1	0.3%

Maximum 5 values

Value	Count	Frequency (%)
30	1	0.3%
11	1	0.3%
9	1	0.3%
7	3	1.0%
6	3	1.0%

nnt_count
Numeric

Distinct count	7
Unique (%)	2.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.674267101
Minimum	0
Maximum	6
Zeros (%)	63.8%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1
95-th percentile	3
Maximum	6
Range	6
Interquartile range	1

Descriptive statistics

Standard deviation	1.159539448
Coef of variation	1.719703433
Kurtosis	6.081981757
Mean	0.674267101
MAD	0.8609534319
Skewness	2.292728039
Sum	207
Variance	1.344531732
Memory size	2.5 KiB

Histogram with fixed size bins (bins=7)

Histogram with variable size bins (bins=[0. 0.5 2.5 6. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	196	63.8%
1	56	18.2%
2	35	11.4%
3	9	2.9%
4	5	1.6%
6	4	1.3%
5	2	0.7%

Minimum 5 values

Value	Count	Frequency (%)
0	196	63.8%
1	56	18.2%
2	35	11.4%
3	9	2.9%
4	5	1.6%

Maximum 5 values

Value	Count	Frequency (%)
6	4	1.3%
5	2	0.7%
4	5	1.6%
3	9	2.9%
2	35	11.4%

nout_count
Categorical

Distinct count	3
Unique (%)	1.0%
Missing (%)	0.0%
Missing (n)	0

0	300
1	4
2	3

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	300	97.7%
1	4	1.3%
2	3	1.0%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

np_count
Constant

This variable is constant and should be ignored for analysis

Constant value	0

np_max
Constant

This variable is constant and should be ignored for analysis

Constant value	0

np_mean
Constant

This variable is constant and should be ignored for analysis

Constant value	0

np_median
Constant

This variable is constant and should be ignored for analysis

Constant value	0.0

np_min
Constant

This variable is constant and should be ignored for analysis

Constant value	0

npol_count
Categorical

Distinct count	3
Unique (%)	1.0%
Missing (%)	0.0%
Missing (n)	0

0	303
1	3
3	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	303	98.7%
1	3	1.0%
3	1	0.3%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

nr_count
Constant

This variable is constant and should be ignored for analysis

Constant value	0

nrq_count
Numeric

Distinct count	9
Unique (%)	2.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.7231270358
Minimum	0
Maximum	15
Zeros (%)	67.8%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1
95-th percentile	4
Maximum	15
Range	15
Interquartile range	1

Descriptive statistics

Standard deviation	1.522667291
Coef of variation	2.105670533
Kurtosis	27.32218264
Mean	0.7231270358
MAD	0.9798724655
Skewness	4.098617813
Sum	222
Variance	2.31851568
Memory size	2.5 KiB

Histogram with fixed size bins (bins=9)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 3.5 5.5 15. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	208	67.8%
1	48	15.6%
2	21	6.8%
3	13	4.2%
5	8	2.6%
4	6	2.0%
8	1	0.3%
6	1	0.3%
15	1	0.3%

Minimum 5 values

Value	Count	Frequency (%)
0	208	67.8%
1	48	15.6%
2	21	6.8%
3	13	4.2%
4	6	2.0%

Maximum 5 values

Value	Count	Frequency (%)
15	1	0.3%
8	1	0.3%
6	1	0.3%
5	8	2.6%
4	6	2.0%

nrt_count
Constant

This variable is constant and should be ignored for analysis

Constant value	0

nscm_count
Boolean

Distinct count	2
Unique (%)	0.7%
Missing (%)	0.0%
Missing (n)	0

0	306
1	1

Toggle details

Value	Count	Frequency (%)
0	306	99.7%
1	1	0.3%

nsh_count
Numeric

Distinct count	10
Unique (%)	3.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.5537459283
Minimum	0
Maximum	23
Zeros (%)	88.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	5.4
Maximum	23
Range	23
Interquartile range	0

Descriptive statistics

Standard deviation	2.054695875
Coef of variation	3.710539021
Kurtosis	50.44108037
Mean	0.5537459283
MAD	0.9848380354
Skewness	5.983777158
Sum	170
Variance	4.221775138
Memory size	2.5 KiB

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 7.5 23. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	273	88.9%
6	10	3.3%
2	6	2.0%
4	5	1.6%
1	4	1.3%
3	3	1.0%
10	2	0.7%
7	2	0.7%
23	1	0.3%
8	1	0.3%

Minimum 5 values

Value	Count	Frequency (%)
0	273	88.9%
1	4	1.3%
2	6	2.0%
3	3	1.0%
4	5	1.6%

Maximum 5 values

Value	Count	Frequency (%)
23	1	0.3%
10	2	0.7%
8	1	0.3%
7	2	0.7%
6	10	3.3%

ntkn_count
Highly correlated

This variable is highly correlated with nkeys_count and should be ignored for analysis

Correlation	0.9491002468

nw_count
Numeric

Distinct count	6
Unique (%)	2.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1042345277
Minimum	0
Maximum	5
Zeros (%)	94.8%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0.7
Maximum	5
Range	5
Interquartile range	0

Descriptive statistics

Standard deviation	0.5134291199
Coef of variation	4.925710619
Kurtosis	43.46484481
Mean	0.1042345277
MAD	0.1976042186
Skewness	6.134985966
Sum	32
Variance	0.2636094612
Memory size	2.5 KiB

Histogram with fixed size bins (bins=6)

Histogram with variable size bins (bins=[0. 0.5 2.5 5. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	291	94.8%
2	7	2.3%
1	6	2.0%
5	1	0.3%
4	1	0.3%
3	1	0.3%

Minimum 5 values

Value	Count	Frequency (%)
0	291	94.8%
1	6	2.0%
2	7	2.3%
3	1	0.3%
4	1	0.3%

Maximum 5 values

Value	Count	Frequency (%)
5	1	0.3%
4	1	0.3%
3	1	0.3%
2	7	2.3%
1	6	2.0%

tdb_check
Boolean

Distinct count	2
Unique (%)	0.7%
Missing (%)	0.0%
Missing (n)	0

True	247
False	60

Toggle details

Value	Count	Frequency (%)
True	247	80.5%
False	60	19.5%

tob_check
Boolean

Distinct count	2
Unique (%)	0.7%
Missing (%)	0.0%
Missing (n)	0

False	288
True	19

Toggle details

Value	Count	Frequency (%)
False	288	93.8%
True	19	6.2%

ttb_check
Boolean

Distinct count	2
Unique (%)	0.7%
Missing (%)	0.0%
Missing (n)	0

False	196
True	111

Toggle details

Value	Count	Frequency (%)
False	196	63.8%
True	111	36.2%

Count
Matrix

First rows

	bloc_count	cdnt_count	cluster_prediction	df_index	dpt_count	etp_count	loc_count	ngc_count	ni_count	nkeys_count	ntkn_count	tdb_check	tob_check	ttb_check
0	0	0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\01-simple-Run.yml	4	3.62	14	0	0.0	11	17	False	False	False
1	0	0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\01-simple.yml	4	3.62	22	0	0.0	19	30	False	False	False
2	0	0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\02-simple2nodes.yml	4	3.87	38	0	0.0	33	54	False	False	False
3	0	0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\03-simple2nodesLinked.yml	4	3.87	42	0	0.0	35	58	False	False	False
4	0	0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\04-1nodeCreate.yml	4	3.96	44	0	0.0	37	62	False	False	False
5	0	0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\05-1nodeAllStateNoOperation.yml	4	3.99	42	0	0.0	35	58	False	False	False
6	0	0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\06-1nodeAllStateAllOperations.yml	4	4.37	108	0	0.0	89	154	False	False	False
7	0	0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\07-2nodesLinkedWithDifferentImplem.yml	4	5.02	266	0	0.0	218	394	False	False	False
8	4	1	1	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\a.yml	5	5.31	15	2	1.0	14	41	True	False	False
9	0	0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\actual (2).yaml	5	4.18	26	0	0.0	26	43	False	False	False

Last rows

	bloc_count	cdit_count	cdnt_count	cloc_count	cluster_prediction	df_index	dpt_count	etp_count	loc_count	nc_count	nc_max	nc_mean	nc_median	nco_count	ngc_count	ngp_count	ni_count	nif_count	ninp_count	ninpc_count	nkeys_count	nn_count	nnt_count	nout_count	nrq_count	nscm_count	ntkn_count	nw_count	tdb_check	tob_check	ttb_check
297	0	0	0	0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\validfile.yaml	2	1.84	5	0.0	0.0	0.0	0.0	0	0	0	0.0	0	0	0.0	5	0	0	0	0.0	0	9	0	False	False	False
298	0	0	0	0	2	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\variables_app_missing_var.yml	3	2.00	3	0.0	0.0	0.0	0.0	0	0	0	0.0	0	0	0.0	3	0	0	0	0.0	0	4	0	False	False	False
299	14	0	0	8	1	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\variables_app_test.yml	3	5.44	42	0.0	0.0	0.0	0.0	0	0	0	0.0	0	0	0.0	33	0	0	0	0.0	0	93	0	False	False	False
300	1	0	0	0	1	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\variables_env_test.yml	1	3.32	3	0.0	0.0	0.0	0.0	0	0	0	0.0	0	0	0.0	3	0	0	0	0.0	0	10	0	False	False	False
301	1	0	0	0	1	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\variables_env_type_test.yml	1	3.58	3	0.0	0.0	0.0	0.0	0	0	0	0.0	0	0	0.0	3	0	0	0	0.0	0	12	0	False	False	False
302	4	0	0	3	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\vcloud-blueprint-for-integration-tests.yaml	4	3.46	8	0.0	0.0	0.0	0.0	0	0	1	1.0	0	0	0.0	7	0	0	0	0.0	0	11	0	True	False	False
303	3	0	1	3	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\vcloud-invalid-blueprint-for-tests.yaml	3	3.32	8	0.0	0.0	0.0	0.0	0	0	0	3.0	0	0	0.0	5	0	0	0	0.0	0	10	0	True	False	False
304	0	0	0	0	2	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\version.yml	1	1.00	1	0.0	0.0	0.0	0.0	0	0	0	0.0	0	0	0.0	1	0	0	0	0.0	0	2	0	False	False	False
305	4	0	0	0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\wordpress.yaml	8	6.55	158	12.0	4.0	2.0	1.5	1	18	56	5.0	0	2	0.5	156	6	5	1	4.0	0	286	0	True	False	True
306	13	1	1	11	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\workflows.yaml	7	4.86	50	0.0	0.0	0.0	0.0	0	0	0	0.0	1	0	0.0	45	3	3	0	0.0	1	65	1	True	True	True

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows